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numaproj / numalogic

Collection of operational time series ML models and tools
https://numalogic.numaproj.io/
Apache License 2.0
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feat: introduce robust mahalanobis distance #337

Closed ab93 closed 8 months ago

ab93 commented 10 months ago

Explain what this PR does.

codecov[bot] commented 10 months ago

Codecov Report

Attention: 45 lines in your changes are missing coverage. Please review.

Comparison is base (870f263) 92.84% compared to head (c0596d7) 92.30%.

:exclamation: Current head c0596d7 differs from pull request most recent head 56bea46. Consider uploading reports for the commit 56bea46 to get more accurate results

Files Patch % Lines
numalogic/transforms/_stateless.py 36.36% 21 Missing :warning:
numalogic/models/threshold/_mahalanobis.py 27.27% 16 Missing :warning:
numalogic/synthetic/anomalies.py 66.66% 5 Missing and 1 partial :warning:
numalogic/monitoring/metrics.py 80.00% 1 Missing and 1 partial :warning:
Additional details and impacted files ```diff @@ Coverage Diff @@ ## main #337 +/- ## ========================================== - Coverage 92.84% 92.30% -0.55% ========================================== Files 83 82 -1 Lines 3816 3794 -22 Branches 304 307 +3 ========================================== - Hits 3543 3502 -41 - Misses 216 239 +23 + Partials 57 53 -4 ```

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ab93 commented 8 months ago

Closing this since it is already included in the betavae-1 PR